Decoupling: from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond
Gespeichert in:
Hauptverfasser: | , |
---|---|
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
New York [u.a.]
Springer
[1999]
|
Schriftenreihe: | Probability and its applications
|
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | Literaturverzeichnis Seite 377 - 388 |
Beschreibung: | xv, 392 Seiten |
ISBN: | 0387986162 |
Internformat
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245 | 1 | 0 | |a Decoupling |b from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond |c Víctor H. DeLaPeña ; Evarist Giné |
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Datensatz im Suchindex
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adam_text |
VICTO
R H
. D
E L
A PEFIA EVARIS
T GIN
E
DECOUPLING
FRO
M DEPENDENC
E T
O INDEPENDENC
E
RANDOMLY STOPPED PROCESSES
[/-STATISTICS AND PROCESSES
MARTINGALES AND BEYOND
SPRINGER
CONTENTS
PREFACE VUE
1 SUMS OF INDEPENDENT RANDOM VARIABLES 1
1.1 LEVY-TYPE MAXIMAL INEQUALITIES 2
1.2 HOFFMANN-J0RGENSEN TYPE INEQUALITIES 8
1.3 THE KHINCHIN-KAHANE INEQUALITIES 15
1.4 MOMENT BOUNDS 20
1.4.1 MAXIMA 21
1.4.2 ESTIMATING L
P
-NORMS IN HUBERT SPACE 23
1.4.3 AT-FUNCTION BOUNDS 28
1.4.4 A GENERAL DECOUPLING FOR SUMS OF ARBITRARY POSITIVE
RANDOM VARIABLES AND MARTINGALES 32
1.5 ESTIMATES WITH SHARP CONSTANTS FOR THE L
P
-NORMS OF SUMS OF
INDEPENDENT RANDOM VARIABLES: THE L-FUNCTION 35
1.6 REFERENCES FOR CHAPTER 1 49
2 RANDOMLY STOPPED PROCESSES WIM INDEPENDENT INCREMENTS 51
2.1 WALD'S EQUATIONS 52
2.2 GOOD-LAMBDA INEQUALITIES 60
2.3 RANDOMLY STOPPED SUMS OF INDEPENDENT
BANACH-VALUED VARIABLES 62
2.4 PROOF OF THE LOWER BOUND OF THEOREM 2.3.1 66
XLL
L
XIV CONTENTS
2.5 CONTINUOUS TIME PROCESSES 79
2.6 BURKHOLDER-GUNDY TYPE INEQUALITIES IN BANACH SPACES 81
2.7 FROM BOUNDARY CROSSING OF NONRANDOM FUNCTIONS TO FIRST PASSAGE
TIMES OF PROCESSES WITH INDEPENDENT INCREMENTS 85
2.8 REFERENCES FOR CHAPTER 2 95
3 DECOUPLING OF (/-STATISTICS AND {/-PROCESSES 97
3.1 DECOUPLING OF U-PROCESSES: CONVEX FUNCTIONS 99
3.2 HYPERCONTRACTIVITY OF RADEMACHER CHAOS VARIABLES 110
3.3 MINORIZATION OF TAIL PROBABILITIES: THE PALEY-ZYGMUND ARGUMENT
AND A CONDITIONAL JENSEN'S INEQUALITY 119
3.4 DECOUPLING OF {/-PROCESSES: TAIL PROBABILITIES 125
3.5 RANDOMIZATION 136
3.5.1 MOMENT INEQUALITIES FOR RANDOMIZED {/-STATISTICS 139
3.5.2 RANDOMIZATION OF TAIL PROBABILITIES FOR (/-STATISTICS AND
PROCESSES 145
3.6 REFERENCES FOR CHAPTER 3 150
4 LIMIT THEOREMS FOR (/-STATISTICS 153
4.1 SOME INEQUALITIES; THE LAW OF LARGE NUMBERS 154
4.1.1 HOFFMANN-J0RGENSEN'S INEQUALITY FOR U-PROCESSES 154
4.1.2 AN APPLICATION TO THE LAW OF LARGE NUMBERS 160
4.1.3 EXPONENTIAL INEQUALITIES FORCANONICAL {/-STATISTICS 164
4.2 GAUSSIAN CHAOS AND THE CENTRAL LIMIT THEOREM FOR CANONICAL
{/-STATISTICS 173
4.3 THE LAW OF THE ITERATED LOGARITHM FOR CANONICAL {/-STATISTICS 187
4.4 REFERENCES FOR CHAPTER 4 IR. 205
5 LIMIT THEOREMS FOR U -PROCESSES 207
5.1 SOME BACKGROUND ON ASYMPTOTICS OF PROCESSES, METRIE ENTROPY,
AND VAPNIK-CERVONENKIS CLASSES OF FUNCTIONS: MAXIMAL
INEQUALITIES 208
5.1.1 CONVERGENCE IN LAW OF SAMPLE BOUNDED PROCESSES 209
5.1.2 MAXIMAL INEQUALITIES BASED ON METRIE ENTROPY 215
5.1.3 VAPNIK-CERVONENKIS CLASSES OF FUNCTIONS 221
5.2 THE LAW OF LARGE NUMBERS FOR U-PROCESSES 226
5.3 THE CENTRAL LIMIT THEOREM FOR {/-PROCESSES 237
5.4 THE LAW OF THE ITERATED LOGARITHM FOR CANONICAL {/-PROCESSES 253
5.4.1 THE BOUNDED LIL , 253
5.4.2 THE COMPACT LIL 256
5.5 STATISTICAL APPLICATIONS 264
5.5.1 THE LAW OF LARGE NUMBERS FOR THE SIMPLICIAL MEDIAN 264
5.5.2 THE CENTRAL LIMIT THEOREM FOR THE SIMPLICIAL MEDIAN 271
5.5.3 TRUNCATED DATA 280
CONTENTS XV
5.6 REFERENCES FOR CHAPTER 5 288
6 GENERAL DECOUPLING INEQUALITIES FOR TANGENT SEQUENCES 291
6.1 SOME DEFINITIONS AND EXAMPLES 292
6.2 EXPONENTIAL DECOUPLING INEQUALITIES FOR SUMS 297
6.3 TAIL PROBABILITY AND L
P
INEQUALITIES FOR TANGENT SEQUENCES I 302
6.4 TAIL PROBABILITY AND MOMENT INEQUALITIES FOR TANGENT SEQUENCES II:
GOOD-LAMBDA INEQUALITIES 308
6.5 DIFFERENTIAL SUBORDINATION AND APPLICATIONS 313
6.6 DECOUPLING INEQUALITIES COMPARED TO MARTINGALE INEQUALITIES 315
6.7 REFERENCES FOR CHAPTER 6 323
7 CONDITIONALLY INDEPENDENT SEQUENCES 325
7.1 THE PRINCIPLE OF CONDITIONING AND RELATED RESULTS 326
7.2 ANALYSIS OF A SEQUENCE OF TWO-BY-TWO TABLES 331
7.3 SHARP L
P
COMPARISON OF SUMS OF ARBITRARILY DEPENDENT VARIABLES
TO SUMS OF CI VARIABLES 336
7.4 REFERENCES FOR CHAPTER 7 348
8 FURTHER APPLICATIONS OF DECOUPLING ~ 349
8.1 RANDOMLY STOPPED CANONICAL [/-STATISTICS 350
8.1.1 WALD'S EQUATION FOR CANONICAL T/-STATISTICS 350
8.1.2 MOMENT BOUNDS FOR REGULAER AND RANDOMLY STOPPED
(/-STATISTICS 4 357
8.1.3 MOMENT CONVERGENCE IN ANSCOMBE'S THEOREM FOR
[/-STATISTICS 361
8.2 A GENERAL CLASS OF EXPONENTIAL INEQUALITIES FOR MARTINGALES AND
RATIOS 367
8.3 REFERENCES FOR CHAPTER 8 375
REFERENCES 377
INDEX 389 |
any_adam_object | 1 |
author | De la Peña, Victor H. Giné, Evarist 1944-2015 |
author_GND | (DE-588)1051267854 (DE-588)128482494 |
author_facet | De la Peña, Victor H. Giné, Evarist 1944-2015 |
author_role | aut aut |
author_sort | De la Peña, Victor H. |
author_variant | l p v h d lpvh lpvhd e g eg |
building | Verbundindex |
bvnumber | BV012459284 |
callnumber-first | Q - Science |
callnumber-label | QA295 |
callnumber-raw | QA295.D355 1999 |
callnumber-search | QA295.D355 1999 |
callnumber-sort | QA 3295 D355 41999 |
callnumber-subject | QA - Mathematics |
classification_rvk | SK 820 SK 840 |
classification_tum | MAT 605f |
ctrlnum | (OCoLC)246230523 (DE-599)BVBBV012459284 |
dewey-full | 515.243 515/.24321 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 515 - Analysis |
dewey-raw | 515.243 515/.243 21 |
dewey-search | 515.243 515/.243 21 |
dewey-sort | 3515.243 |
dewey-tens | 510 - Mathematics |
discipline | Mathematik |
format | Book |
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id | DE-604.BV012459284 |
illustrated | Not Illustrated |
indexdate | 2024-11-12T13:01:28Z |
institution | BVB |
isbn | 0387986162 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008454741 |
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physical | xv, 392 Seiten |
publishDate | 1999 |
publishDateSearch | 1999 |
publishDateSort | 1999 |
publisher | Springer |
record_format | marc |
series2 | Probability and its applications |
spelling | De la Peña, Victor H. (DE-588)1051267854 aut Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond Víctor H. DeLaPeña ; Evarist Giné New York [u.a.] Springer [1999] © 1999 xv, 392 Seiten txt rdacontent n rdamedia nc rdacarrier Probability and its applications Literaturverzeichnis Seite 377 - 388 Unabhängige Zufallsvariable - Optimales Stoppen - U-Stichprobenfunktion - Martingal Decoupling (Mathematics) Optimales Stoppen (DE-588)4230259-6 gnd rswk-swf Stochastische Abhängigkeit (DE-588)4220425-2 gnd rswk-swf Martingal (DE-588)4126466-6 gnd rswk-swf U-Stichprobenfunktion (DE-588)4279548-5 gnd rswk-swf Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd rswk-swf Unabhängige Zufallsvariable (DE-588)4205983-5 gnd rswk-swf Unabhängige Zufallsvariable (DE-588)4205983-5 s DE-604 Optimales Stoppen (DE-588)4230259-6 s U-Stichprobenfunktion (DE-588)4279548-5 s Martingal (DE-588)4126466-6 s Wahrscheinlichkeitsrechnung (DE-588)4064324-4 s 1\p DE-604 Stochastische Abhängigkeit (DE-588)4220425-2 s 2\p DE-604 Giné, Evarist 1944-2015 (DE-588)128482494 aut Erscheint auch als Online-Ausgabe 978-1-4612-0537-1 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008454741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | De la Peña, Victor H. Giné, Evarist 1944-2015 Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond Unabhängige Zufallsvariable - Optimales Stoppen - U-Stichprobenfunktion - Martingal Decoupling (Mathematics) Optimales Stoppen (DE-588)4230259-6 gnd Stochastische Abhängigkeit (DE-588)4220425-2 gnd Martingal (DE-588)4126466-6 gnd U-Stichprobenfunktion (DE-588)4279548-5 gnd Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd Unabhängige Zufallsvariable (DE-588)4205983-5 gnd |
subject_GND | (DE-588)4230259-6 (DE-588)4220425-2 (DE-588)4126466-6 (DE-588)4279548-5 (DE-588)4064324-4 (DE-588)4205983-5 |
title | Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond |
title_auth | Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond |
title_exact_search | Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond |
title_full | Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond Víctor H. DeLaPeña ; Evarist Giné |
title_fullStr | Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond Víctor H. DeLaPeña ; Evarist Giné |
title_full_unstemmed | Decoupling from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond Víctor H. DeLaPeña ; Evarist Giné |
title_short | Decoupling |
title_sort | decoupling from dependence to independence randomly stopped processes u statistics and processes martingales and beyond |
title_sub | from dependence to independence ; randomly stopped processes, U-statistics and processes, martingales and beyond |
topic | Unabhängige Zufallsvariable - Optimales Stoppen - U-Stichprobenfunktion - Martingal Decoupling (Mathematics) Optimales Stoppen (DE-588)4230259-6 gnd Stochastische Abhängigkeit (DE-588)4220425-2 gnd Martingal (DE-588)4126466-6 gnd U-Stichprobenfunktion (DE-588)4279548-5 gnd Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd Unabhängige Zufallsvariable (DE-588)4205983-5 gnd |
topic_facet | Unabhängige Zufallsvariable - Optimales Stoppen - U-Stichprobenfunktion - Martingal Decoupling (Mathematics) Optimales Stoppen Stochastische Abhängigkeit Martingal U-Stichprobenfunktion Wahrscheinlichkeitsrechnung Unabhängige Zufallsvariable |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008454741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT delapenavictorh decouplingfromdependencetoindependencerandomlystoppedprocessesustatisticsandprocessesmartingalesandbeyond AT gineevarist decouplingfromdependencetoindependencerandomlystoppedprocessesustatisticsandprocessesmartingalesandbeyond |